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recsys-challenge2015
- 本代码实现了 recsys challenge2015数据集分析的算法,对数据挖掘和推荐系统的学习很有帮助~!-This code implements recommend algorithm based on recsys challenge2015 data set , which definitly would helpful for studying Data mining and Recommendation system !just enjoy
SgdClassifier
- 随机梯度下降分类器。本实验的实验平台为eclipse,只需导入(import)即可运行。输出方式为控制台输出,能够提供的评价数据有test error, percision, recall以及F1-measure。-Stochastic gradient descent classifier. In this study, experimental platform for eclipse, just import (import) to run. Output of the console o
mixBern
- Just like EM of Gaussian Mixture Model, this is the EM algorithm for fitting Bernoulli Mixture Model. GMM is useful for clustering real value data. However, for binary data (such as bag of word feature) Bernoulli Mixture is more suitable.
knn
- 一段简单的knn代码,对于刚学习机器学习的人来说可以加深理解,熟悉原理后再练习代码-Knn a simple piece of code, just learning machine learning for people who can deepen understanding and familiar with the principles of the code and then practice
RNN
- just a easy programer achieving addition.
